Anestis Fachantidis
Publications
Journals
[J.1] Α. Fachantidis, I. Partalas, G. Tsoumakas, I. Vlahavas, “Transferring Task Models in Reinforcement Learning Agents”, Neurocomputing, Elsevier, 107, pp. 23-32, 2013.
[J.2] M. Taylor, N. Charboni, A. Fachantidis, I. Vlahavas, L. Torrey, “Reinforcement Learning Agents Providing Advice in Complex Video Games”, Connection Science, Taylor & Francis, Vol. 26, Iss. 1, 2014.
[J.3] Α. Fachantidis, I. Partalas, M. Taylor, I. Vlahavas, “Transfer Learning with Probabilistic Mapping Selection”, Adaptive Behavior 23.1 (2015): 3-19.
Under revision
[J.4] Α. Fachantidis, M. Taylor, I. Vlahavas, “Learning to Teach for Reinforcement Learning Teachers”, submitted in IEEE Transactions in Computational Intelligence and Games, April 2016
Conferences
JournalsConferences
[C.1] Eleni - Maria Papadopoulou, Anestis Fachantidis, Vasiliki Manthou, Maria Vlachopoulou “An Αrtificial Intelligence friendly model – A 4PL toοl for the improvement of the transportation process”. In the Proceedings of the 14th Annual Logistics Research Network Conference, 9-11 September, Cardiff, pp. 406-413. 2009
[C.2] Saprikis, V., Fachantidis, A., Vlachopoulou, M. “Online shopping: Perceptions of Greek Consumers”. In Proceedings of the 4th Mediterranean Conference on Information Systems, 25-27 September, Athens, Greece, pp. 1468-1478 (CD-ROM. ISBN: 978-960-98566-7-6). 2009
[C.3] A. Fachantidis, I. Partalas, G. Tsoumakas, I. Vlahavas, “Transferring Models in Hybrid Reinforcement Learning Agents”, Proc. Engineering Applications of Neural Networks, Springer Berlin Heidelberg, pp. 162-171, 2011.
[C.4] Α. Fachantidis, I. Partalas, M. Taylor, I. Vlahavas, “Transfer Learning via Multiple Inter-Task Mappings”, Recent Advances in Reinforcement Learning, Springer Berlin Heidelberg, pp. 225-236, 2012.
[C.5] A. Fachantidis, A. Di Nuovo, A. Cangelosi, I. Vlahavas, “Model-based reinforcement learning for humanoids: A study on forming rewards with the iCub platform”, Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2013 IEEE SSCI, IEEE, pp. 87-93, Singapore, 2013.
[C.6] A. Fachantidis, I. Partalas, M. Taylor, I. Vlahavas, “Autonomous Selection of Inter-Task Mappings in Transfer Learning”, 2013 AAAI Spring Symposium Series, AAAI, Stanford, U.S.A., 2013.
[C.7] P. Bailis, A. Fachantidis, I. Vlahavas, “Learning to play Monopoly: A Reinforcement Learning approach”, AISB 2014: AI & GAMES, London, U.K., 2014.
[C.8] A. Fachantidis, I. Partalas, M. Taylor, I. Vlahavas, “An Autonomous Transfer Learning Algorithm for TD-Learners”, Proc. 8th Hellenic Conference on Artificial Intelligence (SETN 2014), Ioannina, Greece, 2014.
[C.9] Y. Zhan, A. Fachantidis, I. Vlahavas, M. Taylor, “Agents Teaching Humans in Reinforcement Learning Tasks”, Adaptive Learning Agents 2014, (at AAMAS), Paris, France, 2014.
[C.10] Samaras, P., Fachantidis, A., Tsoumakas, G., & Vlahavas, I. "A prediction model of passenger demand using AVL and APC data from a bus fleet." In Proceedings of the 19th Panhellenic Conference on Informatics (pp. 129-134). ACM, 2015, October.
[C.11] A. Fachantidis, A. Tsiaras, G. Tsoumakas, I. Vlahavas, “Segmento: An R-based Visualization-rich System for Customer Segmentation and Targeting”, Proc. 10th Hellenic Conference on Artificial Intelligence (SETN 2016), Thessaloniki, Greece, 2016.
Other Publications
[O.1] Πασπάλα Ι. Φαχαντίδης Α., Λιαδάκη Ν., Κουκούδη Ε., Σκεπαριανό Α. Τσιλιγκίρογλου-Φαχαντίδου Α. "Επίδραση και αποτελεσματικότητα παρεμβατικού προγράμματος άσκησης και διαιτητικού σχήματος σε άτομα που πάσχουν από παχυσαρκία τύπου ΙΙΙ" Περιοδικό Γαληνός, Ιούλιος 2007
[O.2] Paspala I., Fachantidis A., Tsiotra P., Papadopoulou E., Tsami K., Fachantidou - Tsiligiroglou A “Exercise's benefits to patients with chronic heart failure” . In the Proceeding of the IV World Congress on Quality in Medical Practice 2008
[O.3] Anestis Fachantidis, Despina Theodosiadou, Eleni Kassapi. “Students describe factors of educational difficulty they encountered as teenagers” In the Proceedings of the 1 st EMUNI Research Souk 2009 (EMUNI ReS 2009)
[O.4] Despina Theodosiadou, Anestis Fachantidis, Eleni Kassapi “Practical aspects of the education of students with hearing impairment”. In the Proceedings of the 1 st EMUNI Research Souk 2009 (EMUNI ReS 2009)
[O.5] Evangelia Βirmpili, Νikos Τsigilis, Αnestis Fachantidis, Panagiotis Papatheodorou, “Employee Satisfaction Inventory (ESI) validation among health professionals in public health care settings”. ). In the Proceedings of the 18th International Conference on Health Promoting Hospitals and Health Services (HPH) Manchester, United Kingdom. 2010
A listing of all my prior work is available in my CV